Skip to main content
Erschienen in: Neural Computing and Applications 9/2021

09.11.2020 | S.I. : SPIoT 2020

Complex communication application identification and private network mining technology under a large-scale network

verfasst von: Chengshun Huang, Zijiang Zhu

Erschienen in: Neural Computing and Applications | Ausgabe 9/2021

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

The emergence of the Internet has brought great convenience to people, changing the way of life in many fields, such as food, clothing, housing and transportation. With the increasing popularity of the Internet and the rapid development of network technology, the Internet has become the main communication tool and information sharing channel for people. Network users bring not only convenience but also great challenges to network. The purpose is to study the practicability of statistical protocol recognition methods in network environment and to develop new solutions based on the existing protocol recognition methods. Based on the method step by step to study the identification of a complex application (CA) problems, usability issues, put forward the solution, and the solution of complex application, puts forward a set of perfect CA identification and analysis framework, greatly improved the accuracy and efficiency of complex application, to more than 80%. While promoting the development of recognition technology, it solves problems and finally implements a recognition and analysis system for complex applications. The complex private network mining technology proposed in this paper solves many difficulties and challenges of CA identification and analysis in network environment and can effectively improve the network management capability of network operators.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Bannister PR (2016) Applications of complex image theory. Radio Sci 21(4):605–616CrossRef Bannister PR (2016) Applications of complex image theory. Radio Sci 21(4):605–616CrossRef
2.
Zurück zum Zitat Kärkäs MD, Porco JA, Stephenson CRJ (2016) Photochemical approaches to complex chemotypes: applications in natural product synthesis. Chem Rev 116(17):9683–9747CrossRef Kärkäs MD, Porco JA, Stephenson CRJ (2016) Photochemical approaches to complex chemotypes: applications in natural product synthesis. Chem Rev 116(17):9683–9747CrossRef
3.
Zurück zum Zitat Wei Z (2015) Overview of complex networks community structure and its applications in electric power network analysis. Proc CSEE 35(7):1567–1577 Wei Z (2015) Overview of complex networks community structure and its applications in electric power network analysis. Proc CSEE 35(7):1567–1577
4.
Zurück zum Zitat Sotiropoulos TE, Therios IN, Dimassi KN (2018) Effects of applications of a complex and NCa fertilizer on leaf and fruit nutrient concentrations and some fruit quality parameters in two apple cultivars. Horticult Sci 32(1):522–540 Sotiropoulos TE, Therios IN, Dimassi KN (2018) Effects of applications of a complex and NCa fertilizer on leaf and fruit nutrient concentrations and some fruit quality parameters in two apple cultivars. Horticult Sci 32(1):522–540
5.
Zurück zum Zitat Dellino G, Meloni C (2015) Uncertainty management in simulation-optimization of complex systems: algorithms and applications. Oper Res/Comput Sci Interf 59(5):710–724MATH Dellino G, Meloni C (2015) Uncertainty management in simulation-optimization of complex systems: algorithms and applications. Oper Res/Comput Sci Interf 59(5):710–724MATH
6.
Zurück zum Zitat Guo W-F, Zhang S-W, Shi Q-Q (2018) A novel algorithm for finding optimal driver nodes to target control complex networks and its applications for drug targets identification. BMC Genom 19(S1):121CrossRef Guo W-F, Zhang S-W, Shi Q-Q (2018) A novel algorithm for finding optimal driver nodes to target control complex networks and its applications for drug targets identification. BMC Genom 19(S1):121CrossRef
7.
Zurück zum Zitat Chen Y, Koo H, Lee YJ (2015) Ranks of complex skew symmetric operators and applications to Toeplitz operators. J Math Anal Appl 425(2):734–747MathSciNetCrossRef Chen Y, Koo H, Lee YJ (2015) Ranks of complex skew symmetric operators and applications to Toeplitz operators. J Math Anal Appl 425(2):734–747MathSciNetCrossRef
8.
Zurück zum Zitat Tamir DE, Rishe ND, Kandel A (2015) Complex fuzzy sets and complex fuzzy logic an overview of theory and applications. Stud Fuzzin Soft Comput 326(8):661–681MathSciNetCrossRef Tamir DE, Rishe ND, Kandel A (2015) Complex fuzzy sets and complex fuzzy logic an overview of theory and applications. Stud Fuzzin Soft Comput 326(8):661–681MathSciNetCrossRef
9.
Zurück zum Zitat Choi Y-H, Kim D-H, Hong S-H (2018) CuBi2O4 prepared by polymerized complex method for gas sensing applications. ACS Appl Mater Interf 10(17):238–247CrossRef Choi Y-H, Kim D-H, Hong S-H (2018) CuBi2O4 prepared by polymerized complex method for gas sensing applications. ACS Appl Mater Interf 10(17):238–247CrossRef
10.
Zurück zum Zitat Čech R, Mačutek J, Liu H (2016) Syntactic complex networks and their applications. Understand Complex Syst 99(11):167–186CrossRef Čech R, Mačutek J, Liu H (2016) Syntactic complex networks and their applications. Understand Complex Syst 99(11):167–186CrossRef
11.
Zurück zum Zitat Kolchinsky I, Schuster A (2018) Join query optimization techniques for complex event processing applications. Proc VLDB Endow 11(11):269–288 Kolchinsky I, Schuster A (2018) Join query optimization techniques for complex event processing applications. Proc VLDB Endow 11(11):269–288
12.
Zurück zum Zitat Ross J, Nystrom DW (2015) Applications of the duality between the Complex Monge-Ampere Equation and the Hele-Shaw flow. Theoret Math Phys 71(3):598–605 Ross J, Nystrom DW (2015) Applications of the duality between the Complex Monge-Ampere Equation and the Hele-Shaw flow. Theoret Math Phys 71(3):598–605
13.
Zurück zum Zitat Ali M, Dat LQ, Son LH (2018) Interval complex neutrosophic set: formulation and applications in decision-making. Int J Fuzzy Syst 20(3):986–999CrossRef Ali M, Dat LQ, Son LH (2018) Interval complex neutrosophic set: formulation and applications in decision-making. Int J Fuzzy Syst 20(3):986–999CrossRef
14.
Zurück zum Zitat Shatskiy A, Lundberg H, Kärkäs MD (2019) Organic electrosynthesis: applications in complex molecule synthesis. ChemElectroChem 6(16):105–111 Shatskiy A, Lundberg H, Kärkäs MD (2019) Organic electrosynthesis: applications in complex molecule synthesis. ChemElectroChem 6(16):105–111
15.
Zurück zum Zitat Sun L, An Y, Ma L (2019) Single rystalline organoiridium complex for gas riggered chromogenic switches and its applications on CO detection and reversible scavenging. Chinese J Chem 37(8):421CrossRef Sun L, An Y, Ma L (2019) Single rystalline organoiridium complex for gas riggered chromogenic switches and its applications on CO detection and reversible scavenging. Chinese J Chem 37(8):421CrossRef
16.
Zurück zum Zitat Böhm A, Biesalski M (2017) Paper-based microfluidic devices: a complex low-cost material in high-tech applications. MRS Bull 42(5):356–364CrossRef Böhm A, Biesalski M (2017) Paper-based microfluidic devices: a complex low-cost material in high-tech applications. MRS Bull 42(5):356–364CrossRef
17.
Zurück zum Zitat Wang P, Fang Y, Jiang J (2017) Resistance controllability in Alkynylgold(III) complex-based resistive memory for flash-type storage applications. Chem Asian J 12(14):63 Wang P, Fang Y, Jiang J (2017) Resistance controllability in Alkynylgold(III) complex-based resistive memory for flash-type storage applications. Chem Asian J 12(14):63
18.
Zurück zum Zitat Akhimie RN, White JK, Turro C (2016) Dual photoreactivity of a new Rh2(II, II) complex for biological applications. Inorg Chim Acta 454(10):149–154 Akhimie RN, White JK, Turro C (2016) Dual photoreactivity of a new Rh2(II, II) complex for biological applications. Inorg Chim Acta 454(10):149–154
19.
Zurück zum Zitat Karkas MD, Porco JA, Stephenson CRJ (2016) Cheminform abstract: photochemical approaches to complex chemotypes: applications in natural product synthesis. ChemInform 47(47):24–36CrossRef Karkas MD, Porco JA, Stephenson CRJ (2016) Cheminform abstract: photochemical approaches to complex chemotypes: applications in natural product synthesis. ChemInform 47(47):24–36CrossRef
20.
Zurück zum Zitat Kobe S, McGuiness PJ, Podmiljsak B (2015) Complex metallic alloys for applications in magnetic refrigeration. Recent Patents Mater Sci 8(2):546–570 Kobe S, McGuiness PJ, Podmiljsak B (2015) Complex metallic alloys for applications in magnetic refrigeration. Recent Patents Mater Sci 8(2):546–570
21.
Zurück zum Zitat Temes G, Maghami H, Kareppagoudr M (2016) A passive switched-capacitor filter with complex poles for high-speed applications. Electron Lett 52(19):1592–1594CrossRef Temes G, Maghami H, Kareppagoudr M (2016) A passive switched-capacitor filter with complex poles for high-speed applications. Electron Lett 52(19):1592–1594CrossRef
22.
Zurück zum Zitat Dubois J-M (2015) Editorial (thematic issue: the usefulness of complex metallic alloys: secured breakthroughs and applications on the market). Recent Patents Mater Sci 8(2):745–762 Dubois J-M (2015) Editorial (thematic issue: the usefulness of complex metallic alloys: secured breakthroughs and applications on the market). Recent Patents Mater Sci 8(2):745–762
23.
Zurück zum Zitat Bao L, Fritchman JC (2018) Information of complex systems and applications in agent based modeling. Sci Rep 8(1):357–370CrossRef Bao L, Fritchman JC (2018) Information of complex systems and applications in agent based modeling. Sci Rep 8(1):357–370CrossRef
24.
Zurück zum Zitat Day KM, Gabrick KS, Sargent LA (2018) Applications of computer technology in complex craniofacial reconstruction. Plastic Reconstr Surg Glob Open 6(9):329–338 Day KM, Gabrick KS, Sargent LA (2018) Applications of computer technology in complex craniofacial reconstruction. Plastic Reconstr Surg Glob Open 6(9):329–338
25.
Zurück zum Zitat Waters N (2015) Modeling cities and regions as complex systems: from theory to planning applications by Roger White, Guy Engelen, and Inge Uljee, The MIT Press, Cambridge, 344 pp. cloth $45.00 (ISBN 9780-262029568). Canadian Geographer, 2016, 60(4):11 Waters N (2015) Modeling cities and regions as complex systems: from theory to planning applications by Roger White, Guy Engelen, and Inge Uljee, The MIT Press, Cambridge, 344 pp. cloth $45.00 (ISBN 9780-262029568). Canadian Geographer, 2016, 60(4):11
26.
Zurück zum Zitat Ramlatchan M, Yang Q, Liu M, Li J, Wang Y (2018) Li, “A survey of matrix completion methods for recommendation systems”. Big Data Mining Analyt 1(4):308–323CrossRef Ramlatchan M, Yang Q, Liu M, Li J, Wang Y (2018) Li, “A survey of matrix completion methods for recommendation systems”. Big Data Mining Analyt 1(4):308–323CrossRef
27.
Zurück zum Zitat Logesh R, Subramaniyaswamy V, Malathi D et al (2020) Enhancing recommendation stability of collaborative filtering recommender system through bio-inspired clustering ensemble method. Neural Comput Appl 32:2141–2164CrossRef Logesh R, Subramaniyaswamy V, Malathi D et al (2020) Enhancing recommendation stability of collaborative filtering recommender system through bio-inspired clustering ensemble method. Neural Comput Appl 32:2141–2164CrossRef
28.
Zurück zum Zitat Sinha A, Shrivastava G, Kumar P (2019) Architecting user-centric internet of things for smart agriculture. Sustain Comput Inform Syst 23:88–102 Sinha A, Shrivastava G, Kumar P (2019) Architecting user-centric internet of things for smart agriculture. Sustain Comput Inform Syst 23:88–102
Metadaten
Titel
Complex communication application identification and private network mining technology under a large-scale network
verfasst von
Chengshun Huang
Zijiang Zhu
Publikationsdatum
09.11.2020
Verlag
Springer London
Erschienen in
Neural Computing and Applications / Ausgabe 9/2021
Print ISSN: 0941-0643
Elektronische ISSN: 1433-3058
DOI
https://doi.org/10.1007/s00521-020-05442-0

Weitere Artikel der Ausgabe 9/2021

Neural Computing and Applications 9/2021 Zur Ausgabe

Premium Partner